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Evaluating case management as a complex intervention: Lessons for the future
The methodological challenges to effectiveness evaluation of complex interventions has been widely discussed. Bottom-up case management for frail older person was implemented in Belgium, and indeed, it was evaluated as a complex intervention. This paper presents the methodological approach we develo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6822731/ https://www.ncbi.nlm.nih.gov/pubmed/31671116 http://dx.doi.org/10.1371/journal.pone.0224286 |
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author | Lambert, Anne-Sophie Legrand, Catherine Cès, Sophie Van Durme, Thérèse Macq, Jean |
author_facet | Lambert, Anne-Sophie Legrand, Catherine Cès, Sophie Van Durme, Thérèse Macq, Jean |
author_sort | Lambert, Anne-Sophie |
collection | PubMed |
description | The methodological challenges to effectiveness evaluation of complex interventions has been widely discussed. Bottom-up case management for frail older person was implemented in Belgium, and indeed, it was evaluated as a complex intervention. This paper presents the methodological approach we developed to respond to four main methodological challenges regarding the evaluation of case management: (1) the standardization of the interventions, (2) stratification of the frail older population that was used to test various modalities of case management with different risks groups, (3) the building of a control group, and (4) the use of multiple outcomes in evaluating case management. To address these challenges, we developed a mixed-methods approach that (1) used multiple embedded case studies to classify case management types according to their characteristics and implementation conditions; and (2) compared subgroups of beneficiaries with specific needs (defined by Principal Component Analysis prior to cluster analysis) and a control group receiving ‘usual care’, to evaluate the effectiveness of case management. The beneficiaries’ subgroups were matched using propensity scores and compared using generalized pairwise comparison and the hurdle model with the control group. Our results suggest that the impact of case management on patient health and the services used varies according to specific needs and categories of case management. However, these equivocal results question our methodological approach. We suggest to reconsider the evaluation approach by moving away from a viewing case management as an intervention. Rather, it should be considered as a process of interconnected actions taking place within a complex system. |
format | Online Article Text |
id | pubmed-6822731 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-68227312019-11-08 Evaluating case management as a complex intervention: Lessons for the future Lambert, Anne-Sophie Legrand, Catherine Cès, Sophie Van Durme, Thérèse Macq, Jean PLoS One Research Article The methodological challenges to effectiveness evaluation of complex interventions has been widely discussed. Bottom-up case management for frail older person was implemented in Belgium, and indeed, it was evaluated as a complex intervention. This paper presents the methodological approach we developed to respond to four main methodological challenges regarding the evaluation of case management: (1) the standardization of the interventions, (2) stratification of the frail older population that was used to test various modalities of case management with different risks groups, (3) the building of a control group, and (4) the use of multiple outcomes in evaluating case management. To address these challenges, we developed a mixed-methods approach that (1) used multiple embedded case studies to classify case management types according to their characteristics and implementation conditions; and (2) compared subgroups of beneficiaries with specific needs (defined by Principal Component Analysis prior to cluster analysis) and a control group receiving ‘usual care’, to evaluate the effectiveness of case management. The beneficiaries’ subgroups were matched using propensity scores and compared using generalized pairwise comparison and the hurdle model with the control group. Our results suggest that the impact of case management on patient health and the services used varies according to specific needs and categories of case management. However, these equivocal results question our methodological approach. We suggest to reconsider the evaluation approach by moving away from a viewing case management as an intervention. Rather, it should be considered as a process of interconnected actions taking place within a complex system. Public Library of Science 2019-10-31 /pmc/articles/PMC6822731/ /pubmed/31671116 http://dx.doi.org/10.1371/journal.pone.0224286 Text en © 2019 Lambert et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lambert, Anne-Sophie Legrand, Catherine Cès, Sophie Van Durme, Thérèse Macq, Jean Evaluating case management as a complex intervention: Lessons for the future |
title | Evaluating case management as a complex intervention: Lessons for the future |
title_full | Evaluating case management as a complex intervention: Lessons for the future |
title_fullStr | Evaluating case management as a complex intervention: Lessons for the future |
title_full_unstemmed | Evaluating case management as a complex intervention: Lessons for the future |
title_short | Evaluating case management as a complex intervention: Lessons for the future |
title_sort | evaluating case management as a complex intervention: lessons for the future |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6822731/ https://www.ncbi.nlm.nih.gov/pubmed/31671116 http://dx.doi.org/10.1371/journal.pone.0224286 |
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